Pandas Profiling Report

Dataset statistics

Number of variables	48
Number of observations	15207
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.5 MiB
Average record size in memory	377.0 B

Variable types

Numeric	7
Boolean	1
Categorical	40

Alerts

`pct_disc` is highly overall correlated with `pct_retail_disc`	High correlation
`pct_retail_disc` is highly overall correlated with `pct_disc`	High correlation
`marital_status_A` is highly overall correlated with `hhsize_ordinal`	High correlation
`hhcomp_2 Adults Kids` is highly overall correlated with `kid_category_1` and 2 other fields	High correlation
`hhcomp_2 Adults No Kids` is highly overall correlated with `hhsize_ordinal`	High correlation
`hhcomp_Single Female` is highly overall correlated with `hhsize_ordinal`	High correlation
`kid_category_1` is highly overall correlated with `hhcomp_2 Adults Kids` and 2 other fields	High correlation
`kid_category_2` is highly overall correlated with `hhsize_ordinal`	High correlation
`kid_category_3+` is highly overall correlated with `hhsize_ordinal`	High correlation
`kid_category_None/Unknown` is highly overall correlated with `hhcomp_2 Adults Kids` and 2 other fields	High correlation
`hhsize_ordinal` is highly overall correlated with `marital_status_A` and 7 other fields	High correlation
`campaign_13.0` is highly overall correlated with `description_TypeA`	High correlation
`campaign_18.0` is highly overall correlated with `description_TypeA`	High correlation
`description_TypeA` is highly overall correlated with `campaign_13.0` and 1 other fields	High correlation
`display_1` is highly imbalanced (63.7%)	Imbalance
`display_2` is highly imbalanced (88.6%)	Imbalance
`display_3` is highly imbalanced (87.1%)	Imbalance
`display_4` is highly imbalanced (94.8%)	Imbalance
`display_5` is highly imbalanced (84.1%)	Imbalance
`display_6` is highly imbalanced (94.9%)	Imbalance
`display_7` is highly imbalanced (78.4%)	Imbalance
`display_9` is highly imbalanced (87.6%)	Imbalance
`display_A` is highly imbalanced (94.5%)	Imbalance
`mailer_C` is highly imbalanced (99.8%)	Imbalance
`mailer_D` is highly imbalanced (93.4%)	Imbalance
`mailer_F` is highly imbalanced (99.8%)	Imbalance
`mailer_H` is highly imbalanced (84.9%)	Imbalance
`mailer_J` is highly imbalanced (96.9%)	Imbalance
`mailer_L` is highly imbalanced (99.8%)	Imbalance
`homeowner_Probable Owner` is highly imbalanced (87.5%)	Imbalance
`homeowner_Probable Renter` is highly imbalanced (91.0%)	Imbalance
`homeowner_Renter` is highly imbalanced (64.3%)	Imbalance
`hhcomp_1 Adult Kids` is highly imbalanced (64.6%)	Imbalance
`hhcomp_Single Male` is highly imbalanced (55.1%)	Imbalance
`kid_category_2` is highly imbalanced (51.6%)	Imbalance
`campaign_8.0` is highly imbalanced (98.1%)	Imbalance
`campaign_13.0` is highly imbalanced (98.0%)	Imbalance
`campaign_18.0` is highly imbalanced (97.1%)	Imbalance
`campaign_25.0` is highly imbalanced (99.9%)	Imbalance
`campaign_26.0` is highly imbalanced (99.5%)	Imbalance
`campaign_30.0` is highly imbalanced (99.9%)	Imbalance
`description_TypeA` is highly imbalanced (93.9%)	Imbalance
`description_TypeB` is highly imbalanced (99.9%)	Imbalance
`Unnamed: 0` has unique values	Unique
`pct_disc` has 8895 (58.5%) zeros	Zeros
`pct_retail_disc` has 8962 (58.9%) zeros	Zeros
`pct_coupon_disc` has 15099 (99.3%) zeros	Zeros

Reproduction

Analysis started	2023-05-23 14:57:15.868622
Analysis finished	2023-05-23 14:57:37.158345
Duration	21.29 seconds
Software version	pandas-profiling v0.0.dev0
Download configuration	config.json

Unnamed: 0
Real number (ℝ)

Distinct	15207
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13935.074

Minimum	0
Maximum	27405
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	118.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1400.3
Q1	7024.5
median	13985
Q3	21252.5
95-th percentile	26197.7
Maximum	27405
Range	27405
Interquartile range (IQR)	14228

Descriptive statistics

Standard deviation	8103.2073
Coefficient of variation (CV)	0.58149724
Kurtosis	-1.2672645
Mean	13935.074
Median Absolute Deviation (MAD)	7205
Skewness	-0.022442935
Sum	2.1191068 × 10⁸
Variance	65661969
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
18832	1	< 0.1%
18820	1	< 0.1%
18821	1	< 0.1%
18822	1	< 0.1%
18823	1	< 0.1%
18824	1	< 0.1%
18825	1	< 0.1%
18826	1	< 0.1%
18827	1	< 0.1%
Other values (15197)	15197	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
27405	1	< 0.1%
27404	1	< 0.1%
27403	1	< 0.1%
27402	1	< 0.1%
27401	1	< 0.1%
27400	1	< 0.1%
27399	1	< 0.1%
27398	1	< 0.1%
27397	1	< 0.1%
27396	1	< 0.1%

first_purchase
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.0 KiB

True	10846
False	4361

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	10846	71.3%
False	4361	28.7%

shelf_price
Real number (ℝ)

Distinct	287
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1785747

Minimum	0.1
Maximum	57.57
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	118.9 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.5
Q1	1.39
median	1.79
Q3	2.79
95-th percentile	4.79
Maximum	57.57
Range	57.47
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	1.6888433
Coefficient of variation (CV)	0.77520559
Kurtosis	96.385061
Mean	2.1785747
Median Absolute Deviation (MAD)	0.71
Skewness	5.6167503
Sum	33129.586
Variance	2.8521918
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.49	2332	15.3%
1.99	1276	8.4%
0.99	1261	8.3%
2.89	859	5.6%
2.99	741	4.9%
1.79	675	4.4%
3.19	647	4.3%
1.5	613	4.0%
2.5	537	3.5%
1.39	513	3.4%
Other values (277)	5753	37.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	5	< 0.1%
0.125	1	< 0.1%
0.15	1	< 0.1%
0.2	1	< 0.1%
0.2	11	0.1%
0.25	143	0.9%
0.27	1	< 0.1%
0.28	2	< 0.1%
0.3	1	< 0.1%
0.32	1	< 0.1%

Value	Count	Frequency (%)
57.57	1	< 0.1%
27.99	1	< 0.1%
21.55	1	< 0.1%
19.99	3	< 0.1%
19.49	5	< 0.1%
15.99	3	< 0.1%
14.99	11	0.1%
12.49	4	< 0.1%
12.29	4	< 0.1%
11.99	2	< 0.1%

pct_disc
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	433
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1303918

Minimum	0
Maximum	0.93079585
Zeros	8895
Zeros (%)	58.5%
Negative	0
Negative (%)	0.0%
Memory size	118.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.32663317
95-th percentile	0.49748744
Maximum	0.93079585
Range	0.93079585
Interquartile range (IQR)	0.32663317

Descriptive statistics

Standard deviation	0.17937756
Coefficient of variation (CV)	1.3756813
Kurtosis	0.47398231
Mean	0.1303918
Median Absolute Deviation (MAD)	0
Skewness	1.1477682
Sum	1982.8681
Variance	0.03217631
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8895	58.5%
0.3288590604	1889	12.4%
0.1349480969	338	2.2%
0.2805755396	269	1.8%
0.3333333333	164	1.1%
0.5	158	1.0%
0.4949494949	148	1.0%
0.1039426523	143	0.9%
0.4974874372	120	0.8%
0.2163009404	107	0.7%
Other values (423)	2976	19.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8895	58.5%
0.007222222222	1	< 0.1%
0.01005025126	6	< 0.1%
0.02044989775	1	< 0.1%
0.03474903475	9	0.1%
0.04784688995	3	< 0.1%
0.04938271605	1	< 0.1%
0.05291005291	1	< 0.1%
0.05527638191	19	0.1%
0.05917159763	3	< 0.1%

Value	Count	Frequency (%)
0.9307958478	1	< 0.1%
0.8743718593	1	< 0.1%
0.8341708543	1	< 0.1%
0.8327759197	2	< 0.1%
0.8316498316	1	< 0.1%
0.8305084746	1	< 0.1%
0.8269896194	2	< 0.1%
0.8207885305	1	< 0.1%
0.797979798	1	< 0.1%
0.7883597884	1	< 0.1%

pct_retail_disc
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	382
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.12800657

Minimum	-0
Maximum	0.93079585
Zeros	8962
Zeros (%)	58.9%
Negative	0
Negative (%)	0.0%
Memory size	118.9 KiB

Quantile statistics

Minimum	-0
5-th percentile	0
Q1	-0
median	0
Q3	0.28434504
95-th percentile	0.49748744
Maximum	0.93079585
Range	0.93079585
Interquartile range (IQR)	0.28434504

Descriptive statistics

Standard deviation	0.17757929
Coefficient of variation (CV)	1.3872669
Kurtosis	0.52178453
Mean	0.12800657
Median Absolute Deviation (MAD)	0
Skewness	1.1643207
Sum	1946.596
Variance	0.031534403
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0	8962	58.9%
0.3288590604	1853	12.2%
0.1349480969	339	2.2%
0.2805755396	274	1.8%
0.3333333333	164	1.1%
0.5	154	1.0%
0.4949494949	151	1.0%
0.1039426523	147	1.0%
0.4974874372	124	0.8%
0.2163009404	107	0.7%
Other values (372)	2932	19.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0	8962	58.9%
0.007222222222	1	< 0.1%
0.01005025126	6	< 0.1%
0.02044989775	1	< 0.1%
0.03474903475	9	0.1%
0.04784688995	3	< 0.1%
0.04938271605	1	< 0.1%
0.05291005291	1	< 0.1%
0.05527638191	19	0.1%
0.05917159763	3	< 0.1%

Value	Count	Frequency (%)
0.9307958478	1	< 0.1%
0.8743718593	1	< 0.1%
0.8341708543	1	< 0.1%
0.8327759197	2	< 0.1%
0.8305084746	1	< 0.1%
0.8269896194	2	< 0.1%
0.797979798	1	< 0.1%
0.7883597884	1	< 0.1%
0.7759197324	1	< 0.1%
0.76	1	< 0.1%

pct_coupon_disc
Real number (ℝ)

Distinct	43
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0023852234

Minimum	-0
Maximum	0.71684588
Zeros	15099
Zeros (%)	99.3%
Negative	0
Negative (%)	0.0%
Memory size	118.9 KiB

Quantile statistics

Minimum	-0
5-th percentile	0
Q1	-0
median	0
Q3	-0
95-th percentile	-0
Maximum	0.71684588
Range	0.71684588
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.030190347
Coefficient of variation (CV)	12.657241
Kurtosis	212.38719
Mean	0.0023852234
Median Absolute Deviation (MAD)	0
Skewness	14.021251
Sum	36.272092
Variance	0.00091145703
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
-0	15099	99.3%
0.3344481605	13	0.1%
0.3134796238	10	0.1%
0.5025125628	9	0.1%
0.2602230483	9	0.1%
0.4	7	< 0.1%
0.4366812227	7	< 0.1%
0.2	6	< 0.1%
0.5	4	< 0.1%
0.2132196162	3	< 0.1%
Other values (33)	40	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0	15099	99.3%
0.1002004008	1	< 0.1%
0.119474313	1	< 0.1%
0.1251564456	1	< 0.1%
0.1333333333	2	< 0.1%
0.1432664756	1	< 0.1%
0.1474926254	1	< 0.1%
0.1519756839	1	< 0.1%
0.159453303	1	< 0.1%
0.1618122977	1	< 0.1%

Value	Count	Frequency (%)
0.7168458781	1	< 0.1%
0.6659707724	1	< 0.1%
0.5917159763	1	< 0.1%
0.5586592179	2	< 0.1%
0.5291005291	2	< 0.1%
0.5050505051	1	< 0.1%
0.5025125628	9	0.1%
0.5	4	< 0.1%
0.4566210046	1	< 0.1%
0.4366812227	7	< 0.1%

display_1
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	14154
1	1053

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	14154	93.1%
1	1053	6.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	14154	93.1%
1	1053	6.9%

Most occurring characters

Value	Count	Frequency (%)
0	14154	93.1%
1	1053	6.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14154	93.1%
1	1053	6.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14154	93.1%
1	1053	6.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14154	93.1%
1	1053	6.9%

display_2
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	14975
1	232

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	14975	98.5%
1	232	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	14975	98.5%
1	232	1.5%

Most occurring characters

Value	Count	Frequency (%)
0	14975	98.5%
1	232	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14975	98.5%
1	232	1.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14975	98.5%
1	232	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14975	98.5%
1	232	1.5%

display_3
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	14936
1	271

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	14936	98.2%
1	271	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	14936	98.2%
1	271	1.8%

Most occurring characters

Value	Count	Frequency (%)
0	14936	98.2%
1	271	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14936	98.2%
1	271	1.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14936	98.2%
1	271	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14936	98.2%
1	271	1.8%

display_4
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15117
1	90

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15117	99.4%
1	90	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15117	99.4%
1	90	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	15117	99.4%
1	90	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15117	99.4%
1	90	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15117	99.4%
1	90	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15117	99.4%
1	90	0.6%

display_5
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	14855
1	352

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	14855	97.7%
1	352	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	14855	97.7%
1	352	2.3%

Most occurring characters

Value	Count	Frequency (%)
0	14855	97.7%
1	352	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14855	97.7%
1	352	2.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14855	97.7%
1	352	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14855	97.7%
1	352	2.3%

display_6
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15120
1	87

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15120	99.4%
1	87	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15120	99.4%
1	87	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	15120	99.4%
1	87	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15120	99.4%
1	87	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15120	99.4%
1	87	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15120	99.4%
1	87	0.6%

display_7
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	14685
1	522

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	14685	96.6%
1	522	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	14685	96.6%
1	522	3.4%

Most occurring characters

Value	Count	Frequency (%)
0	14685	96.6%
1	522	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14685	96.6%
1	522	3.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14685	96.6%
1	522	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14685	96.6%
1	522	3.4%

display_9
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	14948
1	259

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	14948	98.3%
1	259	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	14948	98.3%
1	259	1.7%

Most occurring characters

Value	Count	Frequency (%)
0	14948	98.3%
1	259	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14948	98.3%
1	259	1.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14948	98.3%
1	259	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14948	98.3%
1	259	1.7%

display_A
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15112
1	95

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15112	99.4%
1	95	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15112	99.4%
1	95	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	15112	99.4%
1	95	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15112	99.4%
1	95	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15112	99.4%
1	95	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15112	99.4%
1	95	0.6%

mailer_A
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	13509
1	1698

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	13509	88.8%
1	1698	11.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	13509	88.8%
1	1698	11.2%

Most occurring characters

Value	Count	Frequency (%)
0	13509	88.8%
1	1698	11.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	13509	88.8%
1	1698	11.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	13509	88.8%
1	1698	11.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	13509	88.8%
1	1698	11.2%

mailer_C
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15205
1	2

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

mailer_D
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15089
1	118

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15089	99.2%
1	118	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15089	99.2%
1	118	0.8%

Most occurring characters

Value	Count	Frequency (%)
0	15089	99.2%
1	118	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15089	99.2%
1	118	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15089	99.2%
1	118	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15089	99.2%
1	118	0.8%

mailer_F
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15205
1	2

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

mailer_H
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	14878
1	329

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	14878	97.8%
1	329	2.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	14878	97.8%
1	329	2.2%

Most occurring characters

Value	Count	Frequency (%)
0	14878	97.8%
1	329	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14878	97.8%
1	329	2.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14878	97.8%
1	329	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14878	97.8%
1	329	2.2%

mailer_J
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15158
1	49

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15158	99.7%
1	49	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15158	99.7%
1	49	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	15158	99.7%
1	49	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15158	99.7%
1	49	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15158	99.7%
1	49	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15158	99.7%
1	49	0.3%

mailer_L
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15205
1	2

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15205	> 99.9%
1	2	< 0.1%

marital_status_A
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	8551
1	6656

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	8551	56.2%
1	6656	43.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	8551	56.2%
1	6656	43.8%

Most occurring characters

Value	Count	Frequency (%)
0	8551	56.2%
1	6656	43.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8551	56.2%
1	6656	43.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	8551	56.2%
1	6656	43.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	8551	56.2%
1	6656	43.8%

marital_status_B
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	13106
1	2101

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	13106	86.2%
1	2101	13.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	13106	86.2%
1	2101	13.8%

Most occurring characters

Value	Count	Frequency (%)
0	13106	86.2%
1	2101	13.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	13106	86.2%
1	2101	13.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	13106	86.2%
1	2101	13.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	13106	86.2%
1	2101	13.8%

homeowner_Homeowner
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

1	9675
0	5532

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	9675	63.6%
0	5532	36.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9675	63.6%
0	5532	36.4%

Most occurring characters

Value	Count	Frequency (%)
1	9675	63.6%
0	5532	36.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	9675	63.6%
0	5532	36.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	9675	63.6%
0	5532	36.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	9675	63.6%
0	5532	36.4%

homeowner_Probable Owner
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	14946
1	261

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	14946	98.3%
1	261	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	14946	98.3%
1	261	1.7%

Most occurring characters

Value	Count	Frequency (%)
0	14946	98.3%
1	261	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14946	98.3%
1	261	1.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14946	98.3%
1	261	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14946	98.3%
1	261	1.7%

homeowner_Probable Renter
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15033
1	174

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15033	98.9%
1	174	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15033	98.9%
1	174	1.1%

Most occurring characters

Value	Count	Frequency (%)
0	15033	98.9%
1	174	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15033	98.9%
1	174	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15033	98.9%
1	174	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15033	98.9%
1	174	1.1%

homeowner_Renter
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	14177
1	1030

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	14177	93.2%
1	1030	6.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	14177	93.2%
1	1030	6.8%

Most occurring characters

Value	Count	Frequency (%)
0	14177	93.2%
1	1030	6.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14177	93.2%
1	1030	6.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14177	93.2%
1	1030	6.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14177	93.2%
1	1030	6.8%

hhcomp_1 Adult Kids
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	14191
1	1016

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	14191	93.3%
1	1016	6.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	14191	93.3%
1	1016	6.7%

Most occurring characters

Value	Count	Frequency (%)
0	14191	93.3%
1	1016	6.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14191	93.3%
1	1016	6.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14191	93.3%
1	1016	6.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14191	93.3%
1	1016	6.7%

hhcomp_2 Adults Kids
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	10766
1	4441

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	10766	70.8%
1	4441	29.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	10766	70.8%
1	4441	29.2%

Most occurring characters

Value	Count	Frequency (%)
0	10766	70.8%
1	4441	29.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10766	70.8%
1	4441	29.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10766	70.8%
1	4441	29.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10766	70.8%
1	4441	29.2%

hhcomp_2 Adults No Kids
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	10825
1	4382

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	10825	71.2%
1	4382	28.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	10825	71.2%
1	4382	28.8%

Most occurring characters

Value	Count	Frequency (%)
0	10825	71.2%
1	4382	28.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10825	71.2%
1	4382	28.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10825	71.2%
1	4382	28.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10825	71.2%
1	4382	28.8%

hhcomp_Single Female
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	12825
1	2382

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	12825	84.3%
1	2382	15.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	12825	84.3%
1	2382	15.7%

Most occurring characters

Value	Count	Frequency (%)
0	12825	84.3%
1	2382	15.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	12825	84.3%
1	2382	15.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	12825	84.3%
1	2382	15.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	12825	84.3%
1	2382	15.7%

hhcomp_Single Male
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	13781
1	1426

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	13781	90.6%
1	1426	9.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	13781	90.6%
1	1426	9.4%

Most occurring characters

Value	Count	Frequency (%)
0	13781	90.6%
1	1426	9.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	13781	90.6%
1	1426	9.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	13781	90.6%
1	1426	9.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	13781	90.6%
1	1426	9.4%

kid_category_1
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	12976
1	2231

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	12976	85.3%
1	2231	14.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	12976	85.3%
1	2231	14.7%

Most occurring characters

Value	Count	Frequency (%)
0	12976	85.3%
1	2231	14.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	12976	85.3%
1	2231	14.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	12976	85.3%
1	2231	14.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	12976	85.3%
1	2231	14.7%

kid_category_2
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	13612
1	1595

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	13612	89.5%
1	1595	10.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	13612	89.5%
1	1595	10.5%

Most occurring characters

Value	Count	Frequency (%)
0	13612	89.5%
1	1595	10.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	13612	89.5%
1	1595	10.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	13612	89.5%
1	1595	10.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	13612	89.5%
1	1595	10.5%

kid_category_3+
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	13474
1	1733

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	13474	88.6%
1	1733	11.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	13474	88.6%
1	1733	11.4%

Most occurring characters

Value	Count	Frequency (%)
0	13474	88.6%
1	1733	11.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	13474	88.6%
1	1733	11.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	13474	88.6%
1	1733	11.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	13474	88.6%
1	1733	11.4%

kid_category_None/Unknown
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

1	9648
0	5559

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	9648	63.4%
0	5559	36.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9648	63.4%
0	5559	36.6%

Most occurring characters

Value	Count	Frequency (%)
1	9648	63.4%
0	5559	36.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	9648	63.4%
0	5559	36.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	9648	63.4%
0	5559	36.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	9648	63.4%
0	5559	36.6%

age_ordinal
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4699809

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	118.9 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	4
Q3	4
95-th percentile	6
Maximum	6
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.1656795
Coefficient of variation (CV)	0.33593255
Kurtosis	0.046872978
Mean	3.4699809
Median Absolute Deviation (MAD)	1
Skewness	0.074164978
Sum	52768
Variance	1.3588088
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	6191	40.7%
3	4103	27.0%
2	2329	15.3%
6	1033	6.8%
5	822	5.4%
1	729	4.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	729	4.8%
2	2329	15.3%
3	4103	27.0%
4	6191	40.7%
5	822	5.4%
6	1033	6.8%

Value	Count	Frequency (%)
6	1033	6.8%
5	822	5.4%
4	6191	40.7%
3	4103	27.0%
2	2329	15.3%
1	729	4.8%

income_ordinal
Real number (ℝ)

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	68.287729

Minimum	10
Maximum	250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	118.9 KiB

Quantile statistics

Minimum	10
5-th percentile	10
Q1	29.5
median	62
Q3	87
95-th percentile	162
Maximum	250
Range	240
Interquartile range (IQR)	57.5

Descriptive statistics

Standard deviation	51.554096
Coefficient of variation (CV)	0.75495402
Kurtosis	2.4437499
Mean	68.287729
Median Absolute Deviation (MAD)	25
Skewness	1.5453192
Sum	1038451.5
Variance	2657.8248
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
62	3737	24.6%
39.5	2907	19.1%
87	1875	12.3%
29.5	1520	10.0%
19.5	1176	7.7%
10	1146	7.5%
137	913	6.0%
112	625	4.1%
162	621	4.1%
250	369	2.4%
Other values (2)	318	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1146	7.5%
19.5	1176	7.7%
29.5	1520	10.0%
39.5	2907	19.1%
62	3737	24.6%
87	1875	12.3%
112	625	4.1%
137	913	6.0%
162	621	4.1%
187	260	1.7%

Value	Count	Frequency (%)
250	369	2.4%
224.5	58	0.4%
187	260	1.7%
162	621	4.1%
137	913	6.0%
112	625	4.1%
87	1875	12.3%
62	3737	24.6%
39.5	2907	19.1%
29.5	1520	10.0%

hhsize_ordinal
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

2.0	5282
1.0	4603
3.0	2361
5.0	1588
4.0	1373

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	45621
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	2.0
4th row	2.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
2.0	5282	34.7%
1.0	4603	30.3%
3.0	2361	15.5%
5.0	1588	10.4%
4.0	1373	9.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	5282	34.7%
1.0	4603	30.3%
3.0	2361	15.5%
5.0	1588	10.4%
4.0	1373	9.0%

Most occurring characters

Value	Count	Frequency (%)
.	15207	33.3%
0	15207	33.3%
2	5282	11.6%
1	4603	10.1%
3	2361	5.2%
5	1588	3.5%
4	1373	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	30414	66.7%
Other Punctuation	15207	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15207	50.0%
2	5282	17.4%
1	4603	15.1%
3	2361	7.8%
5	1588	5.2%
4	1373	4.5%

Other Punctuation

Value	Count	Frequency (%)
.	15207	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	45621	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	15207	33.3%
0	15207	33.3%
2	5282	11.6%
1	4603	10.1%
3	2361	5.2%
5	1588	3.5%
4	1373	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45621	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	15207	33.3%
0	15207	33.3%
2	5282	11.6%
1	4603	10.1%
3	2361	5.2%
5	1588	3.5%
4	1373	3.0%

campaign_8.0
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15180
1	27

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15180	99.8%
1	27	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15180	99.8%
1	27	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	15180	99.8%
1	27	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15180	99.8%
1	27	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15180	99.8%
1	27	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15180	99.8%
1	27	0.2%

campaign_13.0
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15178
1	29

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15178	99.8%
1	29	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15178	99.8%
1	29	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	15178	99.8%
1	29	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15178	99.8%
1	29	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15178	99.8%
1	29	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15178	99.8%
1	29	0.2%

campaign_18.0
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15162
1	45

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15162	99.7%
1	45	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15162	99.7%
1	45	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	15162	99.7%
1	45	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15162	99.7%
1	45	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15162	99.7%
1	45	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15162	99.7%
1	45	0.3%

campaign_25.0
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15206
1	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

campaign_26.0
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15201
1	6

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15201	> 99.9%
1	6	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15201	> 99.9%
1	6	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	15201	> 99.9%
1	6	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15201	> 99.9%
1	6	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15201	> 99.9%
1	6	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15201	> 99.9%
1	6	< 0.1%

campaign_30.0
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15206
1	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

description_TypeA
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15099
1	108

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15099	99.3%
1	108	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15099	99.3%
1	108	0.7%

Most occurring characters

Value	Count	Frequency (%)
0	15099	99.3%
1	108	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15099	99.3%
1	108	0.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15099	99.3%
1	108	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15099	99.3%
1	108	0.7%

description_TypeB
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	118.9 KiB

0	15206
1	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	15207
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	15207	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	15207	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15207	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15206	> 99.9%
1	1	< 0.1%

Auto

Heatmap
Table

	Unnamed: 0	shelf_price	pct_disc	pct_retail_disc	pct_coupon_disc	age_ordinal	income_ordinal	first_purchase	display_1	display_2	display_3	display_4	display_5	display_6	display_7	display_9	display_A	mailer_A	mailer_C	mailer_D	mailer_F	mailer_H	mailer_J	mailer_L	marital_status_A	marital_status_B	homeowner_Homeowner	homeowner_Probable Owner	homeowner_Probable Renter	homeowner_Renter	hhcomp_1 Adult Kids	hhcomp_2 Adults Kids	hhcomp_2 Adults No Kids	hhcomp_Single Female	hhcomp_Single Male	kid_category_1	kid_category_2	kid_category_3+	kid_category_None/Unknown	hhsize_ordinal	campaign_8.0	campaign_13.0	campaign_18.0	campaign_25.0	campaign_26.0	campaign_30.0	description_TypeA	description_TypeB
Unnamed: 0	1.000	-0.017	0.049	0.049	0.004	-0.014	0.041	0.049	0.038	0.031	0.023	0.028	0.034	0.019	0.026	0.012	0.044	0.036	0.028	0.000	0.000	0.016	0.027	0.000	0.114	0.148	0.167	0.203	0.140	0.175	0.144	0.076	0.106	0.081	0.211	0.131	0.147	0.175	0.100	0.159	0.017	0.000	0.024	0.006	0.000	0.001	0.020	0.006
shelf_price	-0.017	1.000	-0.001	-0.008	0.064	-0.001	0.116	0.055	0.000	0.009	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.026	0.000	0.028	0.008	0.000	0.000	0.000	0.010	0.026	0.020	0.014	0.000	0.000	0.018	0.005	0.007	0.000	0.185	0.000	0.000	0.000	0.000	0.094	0.000
pct_disc	0.049	-0.001	1.000	0.988	0.124	-0.012	-0.071	0.150	0.218	0.107	0.087	0.068	0.078	0.030	0.091	0.067	0.011	0.409	0.000	0.143	0.000	0.183	0.079	0.045	0.048	0.028	0.070	0.023	0.000	0.055	0.038	0.028	0.054	0.016	0.046	0.000	0.026	0.011	0.041	0.039	0.063	0.050	0.038	0.017	0.038	0.000	0.032	0.017
pct_retail_disc	0.049	-0.008	0.988	1.000	-0.015	-0.010	-0.075	0.152	0.221	0.108	0.089	0.077	0.080	0.031	0.091	0.068	0.011	0.413	0.000	0.143	0.000	0.187	0.080	0.046	0.052	0.028	0.075	0.021	0.000	0.056	0.042	0.031	0.053	0.017	0.051	0.012	0.030	0.013	0.042	0.039	0.064	0.019	0.032	0.017	0.046	0.000	0.036	0.017
pct_coupon_disc	0.004	0.064	0.124	-0.015	1.000	-0.010	0.027	0.026	0.000	0.000	0.000	0.024	0.000	0.000	0.021	0.000	0.000	0.000	0.000	0.000	0.000	0.033	0.000	0.000	0.014	0.030	0.024	0.000	0.000	0.014	0.000	0.015	0.000	0.000	0.024	0.011	0.000	0.020	0.000	0.009	0.000	0.205	0.215	0.000	0.070	0.000	0.186	0.000
age_ordinal	-0.014	-0.001	-0.012	-0.010	-0.010	1.000	0.041	0.070	0.000	0.022	0.010	0.006	0.034	0.002	0.004	0.013	0.024	0.035	0.000	0.020	0.000	0.045	0.005	0.000	0.194	0.203	0.262	0.078	0.063	0.237	0.220	0.215	0.152	0.097	0.122	0.165	0.120	0.171	0.224	0.147	0.015	0.029	0.050	0.000	0.024	0.000	0.033	0.000
income_ordinal	0.041	0.116	-0.071	-0.075	0.027	0.041	1.000	0.071	0.074	0.027	0.018	0.020	0.017	0.018	0.015	0.000	0.040	0.053	0.000	0.020	0.000	0.015	0.032	0.000	0.273	0.182	0.329	0.092	0.146	0.186	0.210	0.221	0.137	0.224	0.146	0.133	0.101	0.210	0.179	0.163	0.000	0.013	0.000	0.021	0.000	0.000	0.016	0.021
first_purchase	0.049	0.055	0.150	0.152	0.026	0.070	0.071	1.000	0.010	0.012	0.013	0.012	0.017	0.000	0.000	0.012	0.009	0.032	0.000	0.000	0.000	0.000	0.018	0.000	0.022	0.012	0.004	0.018	0.015	0.021	0.007	0.032	0.006	0.034	0.016	0.032	0.000	0.008	0.036	0.052	0.014	0.015	0.033	0.000	0.004	0.000	0.038	0.000
display_1	0.038	0.000	0.218	0.221	0.000	0.000	0.074	0.010	1.000	0.032	0.035	0.018	0.040	0.017	0.050	0.034	0.018	0.152	0.000	0.071	0.000	0.081	0.022	0.000	0.000	0.000	0.009	0.008	0.002	0.008	0.019	0.000	0.008	0.000	0.001	0.000	0.010	0.000	0.008	0.000	0.000	0.004	0.009	0.000	0.000	0.000	0.009	0.000
display_2	0.031	0.009	0.107	0.108	0.000	0.022	0.027	0.012	0.032	1.000	0.012	0.000	0.015	0.000	0.020	0.012	0.000	0.070	0.000	0.014	0.000	0.038	0.000	0.000	0.015	0.014	0.004	0.000	0.000	0.000	0.029	0.000	0.011	0.000	0.000	0.008	0.020	0.015	0.007	0.006	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.000
display_3	0.023	0.005	0.087	0.089	0.000	0.010	0.018	0.013	0.035	0.012	1.000	0.000	0.017	0.000	0.023	0.014	0.000	0.057	0.000	0.000	0.000	0.000	0.000	0.000	0.013	0.000	0.001	0.000	0.000	0.013	0.000	0.009	0.000	0.007	0.011	0.014	0.000	0.000	0.009	0.014	0.000	0.000	0.000	0.000	0.006	0.000	0.000	0.000
display_4	0.028	0.000	0.068	0.077	0.024	0.006	0.020	0.012	0.018	0.000	0.000	1.000	0.004	0.000	0.009	0.000	0.000	0.027	0.000	0.000	0.000	0.000	0.000	0.000	0.019	0.000	0.013	0.000	0.000	0.008	0.013	0.004	0.000	0.000	0.003	0.000	0.000	0.006	0.013	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
display_5	0.034	0.000	0.078	0.080	0.000	0.034	0.017	0.017	0.040	0.015	0.017	0.004	1.000	0.003	0.027	0.017	0.005	0.033	0.000	0.000	0.000	0.000	0.000	0.000	0.020	0.003	0.037	0.016	0.006	0.013	0.038	0.000	0.013	0.000	0.002	0.008	0.018	0.012	0.011	0.019	0.018	0.000	0.000	0.000	0.000	0.024	0.000	0.000
display_6	0.019	0.000	0.030	0.031	0.000	0.002	0.018	0.000	0.017	0.000	0.000	0.000	0.003	1.000	0.009	0.000	0.000	0.026	0.000	0.000	0.000	0.000	0.080	0.000	0.000	0.000	0.000	0.000	0.000	0.002	0.008	0.000	0.000	0.000	0.000	0.016	0.000	0.000	0.005	0.013	0.027	0.000	0.000	0.000	0.000	0.000	0.004	0.000
display_7	0.026	0.000	0.091	0.091	0.021	0.004	0.015	0.000	0.050	0.020	0.023	0.009	0.027	0.009	1.000	0.022	0.010	0.076	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.013	0.013	0.024	0.037	0.000	0.000	0.020	0.000	0.000	0.000	0.000	0.000	0.000	0.012	0.082	0.000	0.000	0.000	0.000	0.000	0.028	0.000
display_9	0.012	0.000	0.067	0.068	0.000	0.013	0.000	0.012	0.034	0.012	0.014	0.000	0.017	0.000	0.022	1.000	0.000	0.045	0.000	0.000	0.000	0.000	0.000	0.000	0.023	0.000	0.000	0.000	0.000	0.000	0.000	0.017	0.000	0.000	0.000	0.007	0.000	0.000	0.013	0.007	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000
display_A	0.044	0.000	0.011	0.011	0.000	0.024	0.040	0.009	0.018	0.000	0.000	0.000	0.005	0.000	0.010	0.000	1.000	0.000	0.000	0.000	0.000	0.002	0.016	0.000	0.000	0.000	0.017	0.000	0.000	0.000	0.000	0.014	0.022	0.000	0.032	0.000	0.036	0.000	0.008	0.039	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
mailer_A	0.036	0.004	0.409	0.413	0.000	0.035	0.053	0.032	0.152	0.070	0.057	0.027	0.033	0.026	0.076	0.045	0.000	1.000	0.000	0.029	0.000	0.051	0.016	0.000	0.007	0.000	0.033	0.003	0.000	0.013	0.010	0.015	0.027	0.000	0.017	0.014	0.000	0.014	0.021	0.029	0.056	0.024	0.015	0.000	0.017	0.000	0.035	0.000
mailer_C	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.000	0.000	0.000	0.000	0.023	0.000	0.004	0.033	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
mailer_D	0.000	0.000	0.143	0.143	0.000	0.020	0.020	0.000	0.071	0.014	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.029	0.000	1.000	0.000	0.007	0.000	0.000	0.016	0.013	0.006	0.000	0.000	0.007	0.031	0.000	0.000	0.000	0.000	0.022	0.000	0.000	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
mailer_F	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.000	0.000	0.000	0.000	0.000	0.021	0.004	0.029	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
mailer_H	0.016	0.000	0.183	0.187	0.033	0.045	0.015	0.000	0.081	0.038	0.000	0.000	0.000	0.000	0.000	0.000	0.002	0.051	0.000	0.007	0.000	1.000	0.000	0.000	0.000	0.004	0.000	0.000	0.000	0.012	0.000	0.000	0.000	0.008	0.010	0.000	0.012	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.000
mailer_J	0.027	0.000	0.079	0.080	0.000	0.005	0.032	0.018	0.022	0.000	0.000	0.000	0.000	0.080	0.000	0.000	0.016	0.016	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.013	0.000	0.011	0.006	0.000	0.000	0.010	0.000	0.000	0.026	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
mailer_L	0.000	0.000	0.045	0.046	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
marital_status_A	0.114	0.026	0.048	0.052	0.014	0.194	0.273	0.022	0.000	0.015	0.013	0.019	0.020	0.000	0.000	0.023	0.000	0.007	0.000	0.016	0.000	0.000	0.000	0.000	1.000	0.353	0.463	0.010	0.090	0.043	0.122	0.429	0.112	0.231	0.192	0.165	0.068	0.274	0.346	0.611	0.008	0.000	0.000	0.000	0.000	0.000	0.002	0.000
marital_status_B	0.148	0.000	0.028	0.028	0.030	0.203	0.182	0.012	0.000	0.014	0.000	0.000	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.013	0.000	0.004	0.000	0.000	0.353	1.000	0.146	0.015	0.000	0.262	0.200	0.201	0.123	0.213	0.160	0.089	0.006	0.028	0.091	0.262	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
homeowner_Homeowner	0.167	0.028	0.070	0.075	0.024	0.262	0.329	0.004	0.009	0.004	0.001	0.013	0.037	0.000	0.013	0.000	0.017	0.033	0.000	0.006	0.000	0.000	0.000	0.000	0.463	0.146	1.000	0.174	0.141	0.356	0.117	0.256	0.245	0.285	0.179	0.100	0.031	0.124	0.176	0.433	0.011	0.000	0.000	0.000	0.000	0.000	0.008	0.000
homeowner_Probable Owner	0.203	0.008	0.023	0.021	0.000	0.078	0.092	0.018	0.008	0.000	0.000	0.000	0.016	0.000	0.013	0.000	0.000	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.010	0.015	0.174	1.000	0.009	0.034	0.029	0.017	0.000	0.118	0.041	0.000	0.000	0.046	0.035	0.052	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
homeowner_Probable Renter	0.140	0.000	0.000	0.000	0.000	0.063	0.146	0.015	0.002	0.000	0.000	0.000	0.006	0.000	0.024	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.090	0.000	0.141	0.009	1.000	0.027	0.026	0.068	0.067	0.106	0.000	0.043	0.035	0.037	0.081	0.158	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
homeowner_Renter	0.175	0.000	0.055	0.056	0.014	0.237	0.186	0.021	0.008	0.000	0.013	0.008	0.013	0.002	0.037	0.000	0.000	0.013	0.000	0.007	0.000	0.012	0.006	0.000	0.043	0.262	0.356	0.034	0.027	1.000	0.176	0.050	0.096	0.003	0.092	0.033	0.047	0.058	0.043	0.174	0.000	0.000	0.009	0.000	0.000	0.000	0.003	0.000
hhcomp_1 Adult Kids	0.144	0.000	0.038	0.042	0.000	0.220	0.210	0.007	0.019	0.029	0.000	0.013	0.038	0.008	0.000	0.000	0.000	0.010	0.000	0.031	0.000	0.000	0.013	0.000	0.122	0.200	0.117	0.029	0.026	0.176	1.000	0.171	0.170	0.115	0.085	0.102	0.265	0.163	0.352	0.258	0.000	0.003	0.000	0.000	0.000	0.000	0.008	0.000
hhcomp_2 Adults Kids	0.076	0.010	0.028	0.031	0.015	0.215	0.221	0.032	0.000	0.000	0.009	0.004	0.000	0.000	0.000	0.017	0.014	0.015	0.008	0.000	0.008	0.000	0.000	0.000	0.429	0.201	0.256	0.017	0.068	0.050	0.171	1.000	0.408	0.276	0.206	0.502	0.336	0.398	0.846	0.876	0.004	0.006	0.019	0.000	0.000	0.000	0.000	0.000
hhcomp_2 Adults No Kids	0.106	0.026	0.054	0.053	0.000	0.152	0.137	0.006	0.008	0.011	0.000	0.000	0.013	0.000	0.020	0.000	0.022	0.027	0.000	0.000	0.000	0.000	0.011	0.000	0.112	0.123	0.245	0.000	0.067	0.096	0.170	0.408	1.000	0.274	0.204	0.263	0.217	0.228	0.483	0.872	0.000	0.005	0.027	0.000	0.000	0.000	0.014	0.000
hhcomp_Single Female	0.081	0.020	0.016	0.017	0.000	0.097	0.224	0.034	0.000	0.000	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.006	0.000	0.231	0.213	0.285	0.118	0.106	0.003	0.115	0.276	0.274	1.000	0.138	0.178	0.147	0.154	0.327	0.501	0.014	0.009	0.000	0.000	0.000	0.000	0.000	0.000
hhcomp_Single Male	0.211	0.014	0.046	0.051	0.024	0.122	0.146	0.016	0.001	0.000	0.011	0.003	0.002	0.000	0.000	0.000	0.032	0.017	0.000	0.000	0.000	0.010	0.000	0.000	0.192	0.160	0.179	0.041	0.000	0.092	0.085	0.206	0.204	0.138	1.000	0.133	0.109	0.115	0.244	0.393	0.000	0.000	0.000	0.000	0.000	0.008	0.000	0.000
kid_category_1	0.131	0.000	0.000	0.012	0.011	0.165	0.133	0.032	0.000	0.008	0.014	0.000	0.008	0.016	0.000	0.007	0.000	0.014	0.000	0.022	0.000	0.000	0.000	0.000	0.165	0.089	0.100	0.000	0.043	0.033	0.102	0.502	0.263	0.178	0.133	1.000	0.141	0.148	0.546	0.847	0.000	0.000	0.007	0.000	0.013	0.000	0.000	0.000
kid_category_2	0.147	0.000	0.026	0.030	0.000	0.120	0.101	0.000	0.010	0.020	0.000	0.000	0.018	0.000	0.000	0.000	0.036	0.000	0.023	0.000	0.000	0.012	0.010	0.000	0.068	0.006	0.031	0.000	0.035	0.047	0.265	0.336	0.217	0.147	0.109	0.141	1.000	0.122	0.451	0.832	0.000	0.000	0.003	0.000	0.000	0.000	0.000	0.000
kid_category_3+	0.175	0.018	0.011	0.013	0.020	0.171	0.210	0.008	0.000	0.015	0.000	0.006	0.012	0.000	0.000	0.000	0.000	0.014	0.000	0.000	0.021	0.000	0.000	0.000	0.274	0.028	0.124	0.046	0.037	0.058	0.163	0.398	0.228	0.154	0.115	0.148	0.122	1.000	0.472	0.957	0.020	0.003	0.011	0.006	0.000	0.000	0.000	0.006
kid_category_None/Unknown	0.100	0.005	0.041	0.042	0.000	0.224	0.179	0.036	0.008	0.007	0.009	0.013	0.011	0.005	0.000	0.013	0.008	0.021	0.004	0.010	0.004	0.000	0.000	0.000	0.346	0.091	0.176	0.035	0.081	0.043	0.352	0.846	0.483	0.327	0.244	0.546	0.451	0.472	1.000	0.967	0.003	0.000	0.024	0.000	0.000	0.000	0.000	0.000
hhsize_ordinal	0.159	0.007	0.039	0.039	0.009	0.147	0.163	0.052	0.000	0.006	0.014	0.008	0.019	0.013	0.012	0.007	0.039	0.029	0.033	0.000	0.029	0.000	0.026	0.000	0.611	0.262	0.433	0.052	0.158	0.174	0.258	0.876	0.872	0.501	0.393	0.847	0.832	0.957	0.967	1.000	0.020	0.012	0.021	0.017	0.012	0.000	0.000	0.017
campaign_8.0	0.017	0.000	0.063	0.064	0.000	0.015	0.000	0.014	0.000	0.011	0.000	0.000	0.018	0.027	0.082	0.010	0.000	0.056	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.000	0.011	0.000	0.000	0.000	0.000	0.004	0.000	0.014	0.000	0.000	0.000	0.020	0.003	0.020	1.000	0.000	0.000	0.000	0.000	0.000	0.489	0.000
campaign_13.0	0.000	0.185	0.050	0.019	0.205	0.029	0.013	0.015	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.024	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.006	0.005	0.009	0.000	0.000	0.000	0.003	0.000	0.012	0.000	1.000	0.000	0.000	0.000	0.000	0.508	0.000
campaign_18.0	0.024	0.000	0.038	0.032	0.215	0.050	0.000	0.033	0.009	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.015	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.009	0.000	0.019	0.027	0.000	0.000	0.007	0.003	0.011	0.024	0.021	0.000	0.000	1.000	0.000	0.000	0.000	0.637	0.000
campaign_25.0	0.006	0.000	0.017	0.017	0.000	0.000	0.021	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.000	0.017	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.500
campaign_26.0	0.000	0.000	0.038	0.046	0.070	0.024	0.000	0.004	0.000	0.000	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.013	0.000	0.000	0.000	0.012	0.000	0.000	0.000	0.000	1.000	0.000	0.215	0.000
campaign_30.0	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.024	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.047	0.000
description_TypeA	0.020	0.094	0.032	0.036	0.186	0.033	0.016	0.038	0.009	0.000	0.000	0.000	0.000	0.004	0.028	0.000	0.000	0.035	0.000	0.000	0.000	0.006	0.000	0.000	0.002	0.000	0.008	0.000	0.000	0.003	0.008	0.000	0.014	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.489	0.508	0.637	0.000	0.215	0.047	1.000	0.000
description_TypeB	0.006	0.000	0.017	0.017	0.000	0.000	0.021	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.000	0.017	0.000	0.000	0.000	0.500	0.000	0.000	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Unnamed: 0	first_purchase	shelf_price	pct_disc	pct_retail_disc	pct_coupon_disc	mailer_A	marital_status_A	homeowner_Homeowner	hhcomp_2 Adults No Kids	kid_category_None/Unknown	age_ordinal	income_ordinal	hhsize_ordinal
0	0	True	1.88	0.000000	-0.000000	-0.0	0	1	1	1	1	6.0	39.5	2.0
1	1	True	10.99	0.000000	-0.000000	-0.0	1	1	1	1	1	6.0	39.5	2.0
2	2	True	1.79	0.000000	-0.000000	-0.0	0	1	1	1	1	6.0	39.5	2.0
3	3	False	1.79	0.000000	-0.000000	-0.0	0	1	1	1	1	6.0	39.5	2.0
4	4	False	1.79	0.100559	0.100559	-0.0	0	1	1	1	1	6.0	39.5	2.0
5	5	False	1.79	0.162011	0.162011	-0.0	0	1	1	1	1	6.0	39.5	2.0
6	6	False	1.79	0.162011	0.162011	-0.0	0	1	1	1	1	6.0	39.5	2.0
7	7	False	1.79	0.100559	0.100559	-0.0	0	1	1	1	1	6.0	39.5	2.0
8	8	False	1.79	0.100559	0.100559	-0.0	0	1	1	1	1	6.0	39.5	2.0
9	9	True	1.79	0.000000	-0.000000	-0.0	0	1	1	1	1	6.0	39.5	2.0

	Unnamed: 0	first_purchase	shelf_price	pct_disc	pct_retail_disc	pct_coupon_disc	display_1	display_3	mailer_A	homeowner_Homeowner	hhcomp_2 Adults Kids	hhcomp_2 Adults No Kids	kid_category_1	kid_category_None/Unknown	age_ordinal	income_ordinal	hhsize_ordinal
15197	27396	True	3.19	0.000000	-0.000000	-0.0	0	0	0	1	0	1	0	1	2.0	62.0	2.0
15198	27397	True	1.49	0.328859	0.328859	-0.0	1	0	1	1	0	1	0	1	2.0	62.0	2.0
15199	27398	True	3.19	0.216301	0.216301	-0.0	0	1	0	1	0	1	0	1	2.0	62.0	2.0
15200	27399	True	4.89	0.000000	-0.000000	-0.0	0	0	0	1	0	1	0	1	2.0	62.0	2.0
15201	27400	True	2.79	0.103943	0.103943	-0.0	0	0	0	0	1	0	1	0	2.0	10.0	3.0
15202	27401	True	2.29	0.000000	-0.000000	-0.0	0	0	0	0	1	0	1	0	2.0	10.0	3.0
15203	27402	True	1.50	0.000000	-0.000000	-0.0	0	0	0	0	1	0	1	0	2.0	10.0	3.0
15204	27403	False	3.19	0.376176	0.376176	-0.0	0	0	0	0	1	0	1	0	2.0	10.0	3.0
15205	27404	True	1.49	0.000000	-0.000000	-0.0	0	0	0	0	1	0	1	0	2.0	10.0	3.0
15206	27405	True	1.99	0.246231	0.246231	-0.0	0	0	0	0	1	0	1	0	2.0	10.0	3.0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII